In: Statistics and Probability
2. Dataset B consists of the values {10,12,14,24,25,27,28,30,30,32,33,33,34,37,38,38,40,41,43,
44,44,46,47,49,56,58}.
(a) What is the median of Dataset B?
(b) To one decimal, what is the sample standard deviation of Dataset B? (Don’t calculate this out by hand.)
(c) Make a table of the frequency distribution (not the relative frequency distribution) of Dataset B, using the intervals 10 to 19, 20 to 29, 30 to 39, 40 to 49, and 50 to 59. Be sure to appropriately label the table headings.
(d) Make a graph of the relative frequency distribution (not the frequency distribution) of Dataset B, using the intervals 10 to 19, 20 to 29, 30 to 39, 40 to 49, and 50 to 59. Be sure to appropriately label the horizontal and vertical axes.
Part A
Median Calculation
In order to compute the median, the data needs to be put into ascending order, as shown in the table below
Position | X (Asc. Order) |
1 | 10 |
2 | 12 |
3 | 14 |
4 | 24 |
5 | 25 |
6 | 27 |
7 | 28 |
8 | 30 |
9 | 30 |
10 | 32 |
11 | 33 |
12 | 33 |
13 | 34 |
14 | 37 |
15 | 38 |
16 | 38 |
17 | 40 |
18 | 41 |
19 | 43 |
20 | 44 |
21 | 44 |
22 | 46 |
23 | 47 |
24 | 49 |
25 | 56 |
26 | 58 |
Since the sample size n=26 is even, we have that (n+1)/2=(26+1)/2=13.5 is not an integer value, the median is computing by taking the average of the values at the positions 13th and 14th, as shown below
Part B
The sample size is n = 26n=26. The provided sample data along with the data required to compute the sample mean \bar XXˉ and sample variance s^2s2 are shown in the table below:
X | X2 | |
10 | 100 | |
12 | 144 | |
14 | 196 | |
24 | 576 | |
25 | 625 | |
27 | 729 | |
28 | 784 | |
30 | 900 | |
30 | 900 | |
32 | 1024 | |
33 | 1089 | |
33 | 1089 | |
34 | 1156 | |
37 | 1369 | |
38 | 1444 | |
38 | 1444 | |
40 | 1600 | |
41 | 1681 | |
43 | 1849 | |
44 | 1936 | |
44 | 1936 | |
46 | 2116 | |
47 | 2209 | |
49 | 2401 | |
56 | 3136 | |
58 | 3364 | |
Sum = | 913 | 35797 |
The sample variance s2 is
Therefore, the sample standard deviation s is
Part C
Frequency Distribtuion table
Lower Class |
Upper Class |
Values |
Frequency |
10 |
19 |
10,12,14 |
3 |
20 |
29 |
24,25,27,28 |
4 |
30 |
39 |
30,30,32,33,33,34,37,38,38 |
9 |
40 |
49 |
40,41,43,44,44,46,47,49 |
8 |
50 |
59 |
56,58 |
2 |
Class Interval |
Frequency |
10-19 |
3 |
20-29 |
4 |
30-39 |
9 |
40-49 |
8 |
50-59 |
2 |
Total |
26 |
Part D
Class Interval |
Frequency |
Relative Frequency Distribution |
10-19 |
3 |
3/26 = 01154 |
20-29 |
4 |
4/26 = 0.1538 |
30-39 |
9 |
9/26 = 0.3461 |
40-49 |
8 |
8/26 = 0.3077 |
50-59 |
2 |
2/26 = 0.770 |
Total |
26 |
1 |
Graph